Title :
An Information Extraction Strategy for Medical Imaging Diagnostic Report
Author :
Zhu, Xin-Hua ; Yu, Ya-Xin ; Jia, Tong ; Zhao, Da-Zhe ; Liu, Ji-Ren
Author_Institution :
Northeastern Univ., Beijing
Abstract :
A text information extraction strategy for medical imaging diagnostic report is proposed in this paper. The knowledge used by this strategy is represented as base-element and composite-element. Under the control of knowledge base, diagnostic reports would be transformed into structured information. The strategy makes full use of the extensibility of Extenics to extend existing knowledge. Experimental results show that the strategy is one of efficient and effective methods to solve the problems of information extraction.
Keywords :
biomedical imaging; information retrieval; knowledge based systems; medical computing; ontologies (artificial intelligence); patient diagnosis; Base-element; Composite-element; information extraction strategy; medical imaging diagnostic report; text information extraction strategy; Biomedical imaging; Data mining; Logic; Medical diagnosis; Medical diagnostic imaging; Ontologies; Paper technology; Picture archiving and communication systems; Set theory; Text processing;
Conference_Titel :
Complex Medical Engineering, 2007. CME 2007. IEEE/ICME International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1077-4
Electronic_ISBN :
978-1-4244-1078-1
DOI :
10.1109/ICCME.2007.4381762